Medical Image Re-identification on GRAPE Fundus
71CMC-R1MaMI
Evaluation results
| Method | Links | |
|---|---|---|
| MaMIArchitecture=ViT-Base2025.03 | 71 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=true2025.03 | 67.43 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=true2025.03 | 61.1 | |
| MAEArchitecture=ViT-Base, Fine-tuned=true2025.03 | 60.91 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 60.52 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=true2025.03 | 60.36 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=false2025.03 | 59.93 | |
| BEITv2Architecture=ViT-Base2025.03 | 54.4 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 50.81 | |
| CAEArchitecture=ViT-Base2025.03 | 50.16 | |
| ImageNet-SupArchitecture=ViT-Base2025.03 | 44.3 | |
| DINOv2Architecture=ViT-Base2025.03 | 41.37 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=false2025.03 | 36.81 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=false2025.03 | 35.83 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=false2025.03 | 35.5 | |
| MAEArchitecture=ViT-Base, Fine-tuned=false2025.03 | 33.55 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 29.97 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=true2025.03 | 27.69 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=false2025.03 | 27.68 | |
| Ganz et al.Architecture=ViT-Base2025.03 | 25.08 | |
| Packhäuser et al.Architecture=ViT-Base2025.03 | 23.77 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=true2025.03 | 22.15 | |
| BLIPArchitecture=ViT-Base2025.03 | 17.59 | |
| MaskFeatArchitecture=ViT-Base2025.03 | 16.94 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 16.61 | |
| AlignArchitecture=ViT-Base2025.03 | 7.82 |